Knit, Purl Sampler Bag: A Complete Guide to Julie L. Anderson’s Beloved Pattern
If you’ve been knitting for a while, you know the feeling of finishing a project and immediately wanting to make it again — or better yet, wanting to share it with every knitter you know. Julie L. Anderson’s Knit, Purl Sampler Bag is exactly that kind of pattern. It’s satisfying, approachable, endlessly customizable, and produces a finished object that you’ll actually use. Whether you’re a beginner looking to expand your skills or an experienced knitter searching for a project that keeps your hands busy without demanding your full attention, this bag has something to offer you.
In this guide, we’ll walk through everything you need to know about the Knit, Purl Sampler Bag pattern — from what makes it special to materials, techniques, tips for success, and ideas for making it your own.
What Is the Knit, Purl Sampler Bag?
The Knit, Purl Sampler Bag is a knitted tote or project bag pattern designed by Julie L. Anderson. As the name suggests, it’s built around the most fundamental stitches in knitting: the knit stitch and the purl stitch. But don’t let the simplicity of those two stitches fool you. When combined in different sequences and arrangements, knit and purl stitches create an astonishing variety of textures, patterns, and visual effects — and this bag showcases that range beautifully.
The “sampler” aspect of the pattern means that the bag features multiple stitch patterns worked in panels or sections. Think of it as a knitted swatch book come to life, except instead of a collection of squares you’ll never use again, you end up with a functional, beautiful bag. Each section of the bag teaches you something new — a seed stitch panel here, a moss stitch section there, perhaps a ribbed strip, a basketweave texture, or a simple diagonal pattern. Together, these panels make up the body of the bag, giving it a richly textured surface that looks far more complex than it actually is to knit.
Anderson’s pattern is thoughtfully designed so that knitters at varying skill levels can work through it. The stitch patterns she selects are classic and well-documented, which means if you get confused mid-panel, there’s a wealth of resources available to help you troubleshoot.
Why Knitters Love This Pattern
There are a few reasons the Knit, Purl Sampler Bag has earned such a devoted following.
It teaches you real skills. Learning to alternate between knit and purl stitches within a row — rather than just knitting flat fabric — is one of the most important transitions a beginner knitter makes. The moment you start combining those two stitches, a whole world of texture and design opens up. This bag acts as a structured introduction to that world. By the time you finish it, you’ll be comfortable reading stitch charts, following stitch repeat instructions, and switching between patterns without losing your place.
It results in a genuinely useful finished object. Knitters are notoriously practical — we want our time to produce something we’ll love and use. A sampler bag hits that mark perfectly. You can use it as a project bag to hold your current knitting, as a market tote, as a beach bag, or as an everyday carryall. It’s sturdy enough to hold books and groceries, and handsome enough that you’ll want to carry it everywhere.
It’s meditative and engaging at the same time. This might sound contradictory, but knitters know exactly what it means. Each section of the bag is repetitive enough that your hands find their rhythm and you can relax into the work. But the shifts between stitch patterns keep things interesting. Just when seed stitch starts to feel routine, you’re moving on to something new. It’s a project that holds your attention without stressing you out.
It makes an excellent gift. A handmade bag is a versatile, thoughtful gift. Because this one incorporates such interesting texture, it looks impressive even to non-knitters who won’t necessarily appreciate the technique behind it. People are always amazed to learn that such a rich surface comes from nothing more than knit stitches and purl stitches.
Materials and Yarn Suggestions
Like most bag patterns, the Knit, Purl Sampler Bag works best in a yarn that has some structure and durability. You want the fabric you create to hold its shape over time and stand up to regular use. Here’s what to keep in mind when selecting your materials.
Yarn weight: The pattern typically calls for a worsted or bulky weight yarn, which produces a fabric that’s thick enough to be durable and works up quickly enough to keep you motivated. Worsted weight is a great starting point because it’s widely available, easy to handle, and forgiving of minor tension inconsistencies.
Fiber content: For a bag you’ll actually use, cotton and cotton blends are hard to beat. Cotton is sturdy, washable, and doesn’t stretch out the way wool can over time. It also has a lovely stitch definition, meaning the textural patterns in each sampler panel show up crisp and clear. That said, wool and wool blends work beautifully too, especially if you choose a superwash variety that can go in the washing machine. Linen blends are another excellent option — they soften beautifully with use and have that natural, organic texture that suits a tote bag perfectly.
Color: One of the most satisfying choices you’ll make for this project is color selection. Because the bag’s beauty comes from its texture, a single solid or semi-solid color is often the most effective choice. Heathered yarns also work well, as they add subtle visual interest without competing with the stitch patterns. If you do want to use multiple colors, consider working each sampler panel in a different color for a more playful, graphic look.
Needles: Match your needle size to your yarn following the pattern’s recommendations, and swatch first. Tension matters more for a bag than for, say, a scarf, because you want the finished fabric to be firm enough to hold its shape. If your swatch feels floppy, go down a needle size. If it feels stiff and difficult to work, go up.
Additional materials: You’ll likely need stitch markers to separate your panels, a tapestry needle for weaving in ends, and possibly handles or straps if the pattern calls for purchased ones rather than knitted ones. Some versions of the bag pattern include knitted handles worked in one piece with the body; others suggest adding leather, wooden, or canvas handles for extra durability.
Understanding the Stitch Patterns
The heart of this project is its collection of knit-and-purl stitch patterns. If you’re new to working with these combinations, here’s a quick overview of the most common ones you’ll encounter.
Seed Stitch is one of the most beloved textures in knitting. You alternate knit and purl stitches across each row, and on the following row, you knit the purls and purl the knits. The result is a dense, bumpy fabric that lies flat and has a lovely rustic quality. It’s a little slower to work than stockinette, but the results are worth it.
Moss Stitch is closely related to seed stitch but works on a slightly different sequence, typically over two rows instead of one, giving it a slightly more elongated texture. The two stitches look similar to the untrained eye, but side by side, they have a distinctly different character.
Ribbing involves alternating columns of knit and purl stitches — for example, knit two, purl two — which creates a vertically striped, stretchy fabric. Ribbing is used in the cuffs and bands of sweaters all the time, but as a sampler panel on a bag, it provides a nice contrast to the denser, flatter textures around it.
Basketweave is a classic pattern that creates the appearance of woven squares by working blocks of stockinette and reverse stockinette. It’s one of those patterns that looks far more complicated than it is, and it’s deeply satisfying to watch emerge from your needles.
Diagonal rib or chevron textures can also appear in a sampler bag, created by shifting stitch patterns across rows to produce lines that travel at an angle across the fabric. These add a sense of movement and sophistication that plays beautifully against the more static textures.
Each of these patterns is worked in sequence across the body of the bag, with sections clearly delineated so you always know where you are. Anderson’s pattern provides clear written instructions for each section, and many versions also include charted versions for knitters who prefer to follow a visual grid.
Step-by-Step Overview of the Construction
While the specific details will depend on your version of the pattern, the general construction of the Knit, Purl Sampler Bag follows a logical sequence that’s worth understanding before you cast on.
The bag is typically worked flat in two panels — a front and a back — or worked in the round and then seamed or left open at the top. If worked flat, each panel is knitted from the bottom up, with the stitch pattern sections arranged vertically so the texture bands run horizontally across the bag. Stitches are cast on across the full width of the bag, and then each stitch pattern section is worked for a specified number of rows before transitioning to the next.
Once both panels are complete, they’re seamed along the sides and bottom using mattress stitch or another preferred seaming method. The top edge is typically finished with a simple ribbed or garter stitch border to stabilize it and give the bag a clean, professional look. Handles are either picked up and knitted directly from the body or added separately.
Some variations of the pattern are worked in the round from the start, eliminating the need for side seams. In this case, you’d work the body as a tube, with the stitch patterns arranged so the texture bands appear on both sides of the bag simultaneously. The bottom is then closed by seaming or by picking up stitches and working a flat base.
Tips for Success
A few practical tips will help you get the most out of this pattern and end up with a bag you love.
Swatch, and swatch in the round if your pattern is worked in the round. Tension often changes between flat and circular knitting, so don’t skip this step. A bag with accurate gauge will hold its shape; one knitted too loosely might look sloppy and won’t stand up to use.
Use stitch markers generously. Place them at the boundaries of each stitch pattern section so you can see at a glance where each one begins and ends. This also makes it much easier to troubleshoot if something goes wrong.
Pay attention to transitions between stitch patterns. The rows where you shift from one texture to another are where mistakes most often happen. Slow down at these points, double-check your stitch count, and make sure you’re reading the new instructions correctly before you dive in.
Block your finished panels before seaming if possible. Blocking evens out your tension and helps the stitch patterns look their best. Cotton yarn responds beautifully to wet blocking — just soak the finished piece, gently squeeze out the excess water, and lay it flat to dry.
Don’t rush the seaming. A well-seamed bag looks handmade in the best possible way. Take your time with mattress stitch, matching row for row as you work up the sides, and your bag will have clean, nearly invisible seams.
Customization Ideas
One of the great pleasures of a pattern like this is how easily you can make it your own.
Change the size. The stitch patterns in a sampler bag are worked in repeats, which means scaling up or down is often just a matter of adding or subtracting repeats. Want a small project bag? Reduce the stitch count. Need a beach bag big enough to hold towels and sunscreen? Scale it up accordingly.
Add a lining. A fabric lining adds structure and protects the contents of the bag from poking through the knitted fabric. It also gives you the chance to incorporate a beautiful print fabric that peeks out when the bag is open. Choose a cotton quilting fabric that coordinates with your yarn color, cut it to size, and hand-stitch it to the inside of the finished bag.
Swap in a zipper or magnetic closure. If you’re using the bag to carry items that might spill or fall out, adding a closure makes a lot of sense. A zipper sewn across the top edge is functional and secure; magnetic snap closures are easier to install and give the bag a more relaxed, everyday feel.
Experiment with colorwork. While the pattern is designed for a single color, there’s no reason you can’t introduce a second or third color by changing yarns at the beginning of each stitch pattern section. You’d end up with a striped sampler bag that’s bright, cheerful, and endlessly giftable.
Try different handles. Leather cord handles give the bag a rustic, artisanal look. Bamboo rings or wooden dowels threaded through the top edge create a structured, graphic shape. Long rope handles make the bag a shoulder tote; shorter handles turn it into a top-handle bag. The handle choice dramatically changes the personality of the finished object.
The Educational Value of This Pattern
It’s worth pausing to appreciate what a genuinely excellent teaching tool this pattern is. Julie L. Anderson has designed something that gives knitters a reason to practice each fundamental texture stitch in a structured, purposeful context. You’re not making swatches that will end up in a drawer. You’re not following a pattern so advanced that the sampler stitches feel incidental. You’re building a complete, functional object in which each texture panel is equal in importance and clearly visible in the finished product.
For knitting teachers and group leaders, this bag pattern is a wonderful project to assign to students who have mastered the basic knit and purl stitches and are ready to push further. The fact that each panel introduces a new concept means that lessons can be structured around the project’s natural progression. Students can work at their own pace, and the variety of panels means that different knitters will find different sections more challenging — which sparks great discussion and peer learning.
For self-taught knitters, the pattern provides a clear pathway through a set of techniques that might otherwise feel overwhelming to approach all at once. Tackling them one section at a time, in the context of a single project, makes the learning feel manageable and the progress feel concrete.
Where to Find the Pattern
The Knit, Purl Sampler Bag pattern by Julie L. Anderson is available through standard knitting pattern retailers and online knitting communities. Ravelry is a great place to start your search — you can find the pattern listing there, read project notes from other knitters who have made it, and browse photos of finished bags in a gorgeous variety of yarn colors and weights. Those project photos are worth spending time with before you start, both for inspiration and for a sense of how different yarn choices affect the look of the finished bag.
If you purchase the pattern as a PDF, save it to a place where you can access it easily from your phone or tablet while you work. Being able to zoom in on charts and written instructions makes the knitting experience much more comfortable.
Final Thoughts
The Knit, Purl Sampler Bag by Julie L. Anderson is the kind of pattern that earns a permanent place in your rotation. It’s satisfying to work, genuinely educational, and produces a finished object that gets compliments every time you carry it. The combination of accessible technique and impressive results is exactly what every knitter is looking for, whether you’re picking up needles for the first time or you’ve been knitting for decades and are simply looking for a project that brings you joy.
If you’ve been hesitant to dive in, let this be your nudge. Cast on, work through those panels one by one, and watch as a simple collection of knit stitches and purl stitches transforms into something truly beautiful. That’s the magic of this craft — and this pattern captures it perfectly.
